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Pairwise Likelihood Ratios for Estimation of Non-Gaussian Structural Equation Models
We present new measures of the causal direction, or direction of effect, between two non-Gaussian random variables. They are based on the likelihood ratio under the linear non-Gaussian acyclic model (LiNGAM). We also develop simple first-order approximations of the likelihood ratio and analyze them...
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| Published in: | J Mach Learn Res |
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| Main Authors: | , |
| Format: | Artigo |
| Language: | Inglês |
| Published: |
2013
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| Subjects: | |
| Online Access: | https://ncbi.nlm.nih.gov/pmc/articles/PMC6834441/ https://ncbi.nlm.nih.gov/pubmed/31695580 |
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